PILoRA: Prototype Guided Incremental LoRA for Federated
Class-Incremental Learning

PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning

4 January 2024

Papers citing "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"

11 / 11 papers shown

Title
Masked Autoencoders are Parameter-Efficient Federated Continual Learners Yuchen He Xiangfeng Wang CLL FedML 31 0 0 04 Nov 2024
Closed-form merging of parameter-efficient modules for Federated Continual Learning Riccardo Salami Pietro Buzzega Matteo Mosconi Jacopo Bonato Luigi Sabetta Simone Calderara FedML MoMe CLL 27 2 0 23 Oct 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 22 2 0 27 Mar 2024
Open-world Machine Learning: A Review and New Outlooks Fei Zhu Shijie Ma Zhen Cheng Xu-Yao Zhang Zhao-kui Zhang Cheng-Lin Liu 23 20 0 04 Mar 2024
Task Arithmetic with LoRA for Continual Learning Rajas Chitale Ankit Vaidya Aditya Kane Archana Ghotkar 23 13 0 04 Nov 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 110 85 0 22 Oct 2023
ViTKD: Practical Guidelines for ViT feature knowledge distillation Zhendong Yang Zhe Li Ailing Zeng Zexian Li Chun Yuan Yu Li 76 42 0 06 Sep 2022
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 135 287 0 01 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 82 936 0 03 Feb 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 164 1,690 0 18 Mar 2020